prod_it

A spatial dataframe including a map of Italian NUTS-3 provinces and 
cross-sectional dataset on provincial labor productivity growth rates,
internal net migration rates, and other economic variables.

datasets

Estimation and inference of spatial and spatio-temporal
semiparametric models including spatial or spatio-temporal non-parametric
trends, parametric and non-parametric covariates and, possibly, a spatial
lag for the dependent variable and temporal correlation in the noise.
The spatio-temporal trend can be decomposed in ANOVA way including main and
interaction functional terms. Use of SAP algorithm to estimate the spatial
or spatio-temporal trend and non-parametric covariates. The methodology of
these models can be found in next references
Basile, R. et al. (2014), <doi:10.1016/j.jedc.2014.06.011>;
Rodriguez-Alvarez, M.X. et al. (2015) <doi:10.1007/s11222-014-9464-2> and,
particularly referred to the focus of the package, Minguez, R.,
Basile, R. and Durban, M. (2020) <doi:10.1007/s10260-019-00492-8>.

Roman Minguez

pspatreg

Spatial and Spatio-Temporal Semiparametric Regression Models
with Spatial Lags

Roberto Basile

Maria Durban

Gonzalo Espana-Heredia

prod_it function

An sf object with 107 rows and 9 columns:<dl>
 <dt>COD_PROV</dt>
<dd>province (NUTS-3) coded as a number.</dd> <dt>DEN_PROV</dt>
<dd>province (NUTS-3) coded as a name.</dd> <dt>longitude</dt>
<dd>longitude of the centroid of the province.</dd> <dt>latitude</dt>
<dd>latitude of the centroid of the province.</dd> <dt>lnPROD_0</dt>
<dd>log of labor productivity in 2002
 (measured as gross value added per worker).</dd> <dt>growth_PROD</dt>
<dd>Average annual growth rate of labor productivity 
 over the period 2002-2018.</dd> <dt>lnoccgr</dt>
<dd>Average annual growth rate of employment over the period 2002-2018.</dd> <dt>net</dt>
<dd>Average annual provincial internal net migration rate 
 (computed as the difference between internal immigration and 
 emigration flows of the working-age population, i.e. 
 people aged 15-65, divided by the total population).</dd> <dt>geometry</dt>
<dd>geometry (polygons) of the sf object.</dd>
</dl>

Format

Productivity growth and internal net migration - Italian provinces — prod_it

An sf object with 107 rows and 9 columns:<dl>
 <dt>COD_PROV</dt>
<dd>province (NUTS-3) coded as a number.</dd>

 <dt>DEN_PROV</dt>
<dd>province (NUTS-3) coded as a name.</dd>

 <dt>longitude</dt>
<dd>longitude of the centroid of the province.</dd>

 <dt>latitude</dt>
<dd>latitude of the centroid of the province.</dd>

 <dt>lnPROD_0</dt>
<dd>log of labor productivity in 2002
 (measured as gross value added per worker).</dd>

 <dt>growth_PROD</dt>
<dd>Average annual growth rate of labor productivity 
 over the period 2002-2018.</dd>

 <dt>lnoccgr</dt>
<dd>Average annual growth rate of employment over the period 2002-2018.</dd>

 <dt>net</dt>
<dd>Average annual provincial internal net migration rate 
 (computed as the difference between internal immigration and 
 emigration flows of the working-age population, i.e. 
 people aged 15-65, divided by the total population).</dd>

 <dt>geometry</dt>
<dd>geometry (polygons) of the sf object.</dd>


</dl>

prod_it: Productivity growth and internal net migration - Italian provinces

Description

Usage

Arguments

Format